Batch Bayesian Optimization on Permutations using Acquisition Weighted Kernels.
ChangYong OhRoberto BondesanEfstratios GavvesMax WellingPublished in: CoRR (2021)
Keyphrases
- bayesian networks
- probability distribution
- optimization algorithm
- support vector
- kernel function
- data acquisition
- global optimization
- optimization process
- weighted sum
- data driven
- optimization method
- kernel methods
- kernel machines
- efficient optimization
- neural network
- bayesian estimation
- optimization model
- gaussian processes
- feature extraction